{"id":"W1639731221","doi":"","title":"Spatial and temporal monitoring of urbanization by Persistent Scatterers Interferometry technique","year":2009,"lang":"en","type":"article","venue":"Florence Research (University of Florence)","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interferometry; Urbanization; Remote sensing; Geography; Geology; Environmental science; Optics; Physics; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971895,0.0001778419,0.0001302437,0.001465356,0.0001644244,0.0002715849,0.0001145136,0.000138376,0.0005585518],"category_scores_gemma":[0.0002061727,0.00008555054,0.0001264769,0.001359844,0.0001049496,0.0003021712,0.0002756694,0.0001424169,0.0001945464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414144,"about_ca_system_score_gemma":0.0002260773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00631382,"about_ca_topic_score_gemma":0.01291924,"domain_scores_codex":[0.9998517,0.00001690567,0.000007342464,0.00004900093,0.0000526261,0.00002224427],"domain_scores_gemma":[0.9998413,0.00001587466,0.00004811154,0.0000144176,0.00006712904,0.00001303884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436325,0.0001573792,0.7354496,0.0001667248,0.0001180633,0.0005308124,0.0007844495,0.01519885,0.06649504,0.001860337,0.002731905,0.1762632],"study_design_scores_gemma":[0.000009935687,0.00007227033,0.9503337,0.00001467358,0.00004689262,0.0001797295,0.0006084211,0.0337355,0.008714295,0.0003501555,0.005910778,0.00002355239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804147,0.0001857162,0.01108321,0.00004341428,0.000009493586,0.00003441746,0.002422117,0.0001863997,0.005620549],"genre_scores_gemma":[0.985979,0.0002670331,0.009920176,0.000009011136,0.00001625641,0.0000377606,0.002424418,0.00001786643,0.001328428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00631382,"threshold_uncertainty_score":0.01255417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643375747928794,"score_gpt":0.2560742630935167,"score_spread":0.2296405056142287,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}